View Synthesis with Sculpted Neural Points

1 code implementation • 12 May 2022 • Yiming Zuo, Jia Deng

We address the task of view synthesis, which can be posed as recovering a rendering function that renders new views from a set of existing images.

Track, Check, Repeat: An EM Approach to Unsupervised Tracking

no code implementations • CVPR 2021 • Adam W. Harley, Yiming Zuo, Jing Wen, Ayush Mangal, Shubhankar Potdar, Ritwick Chaudhry, Katerina Fragkiadaki

We propose an unsupervised method for detecting and tracking moving objects in 3D, in unlabelled RGB-D videos.

Data Augmentation Object Discovery +1

CRAVES: Controlling Robotic Arm with a Vision-based Economic System

1 code implementation • CVPR 2019 • Yiming Zuo, Weichao Qiu, Lingxi Xie, Fangwei Zhong, Yizhou Wang, Alan L. Yuille

We also construct a vision-based control system for task accomplishment, for which we train a reinforcement learning agent in a virtual environment and apply it to the real-world.

3D Pose Estimation Domain Adaptation

Human Pose Estimation With Parsing Induced Learner

no code implementations • CVPR 2018 • Xuecheng Nie, Jiashi Feng, Yiming Zuo, Shuicheng Yan

Comprehensive experiments on benchmarks LIP and extended PASCAL-Person-Part show that the proposed Parsing Induced Learner can improve performance of both single- and multi-person pose estimation to new state-of-the-art.

Human Parsing Multi-Person Pose Estimation